# JPEGMAFIA | LyroVerse

> Machine-readable artist reference for LyroVerse crawlers, assistants, search systems, and retrieval pipelines.

Canonical artist page: https://lyroverse.com/jpegmafia
Full AI reference: https://lyroverse.com/jpegmafia/llms-full.txt
Generated: 2026-06-17 05:47 UTC

## Discovery links

- Artist page: https://lyroverse.com/jpegmafia
- Compact AI file: https://lyroverse.com/jpegmafia/llms.txt
- Full AI catalog file: https://lyroverse.com/jpegmafia/llms-full.txt

## Identity

- Entity type: Music artist
- Name: JPEGMAFIA
- Visible lyric pages: 7

## Current catalog snapshot

- Source: LyroVerse live database for artist `jpegmafia`.
- Generated on request: 2026-06-17 05:47 UTC
- Catalog fingerprint: lv-artist-cb8d9033b73c3d88
- Visible lyric pages: 7
- Pages with stored lyric text: 7
- Video-backed song pages: 0
- Song pages with LyroVerse editorial notes: 0
- Total stored lyric character signal: 19477
- All-time LyroVerse visits: 97
- Monthly LyroVerse visits: 21
- Weekly LyroVerse visits: 0
- Top catalog titles by all-time LyroVerse signals: Free The Frail (feat. Helena Deland), Bald!, Thug Tears, 1539 N. Calvert, Jesus Forgive Me, I Am a Thot, Sick, Nervous & Broke!, and BALD! REMIX (feat. Denzel Curry)
- Current-month titles with activity: 1539 N. Calvert, Bald!, BALD! REMIX (feat. Denzel Curry), Free The Frail (feat. Helena Deland), Jesus Forgive Me, I Am a Thot, Sick, Nervous & Broke!, and Thug Tears
- Update behavior: this file is rendered dynamically from current database rows and exposed with HTTP cache headers; catalog changes update the generated body and fingerprint after cache revalidation.

## Summary

JPEGMAFIA is indexed on LyroVerse with 7 visible lyric pages, including Free The Frail (feat. Helena Deland), Bald!, Thug Tears, 1539 N. Calvert, and Jesus Forgive Me, I Am a Thot. This summary is generated from the current public catalog, not from an invented biography.

## Recommended AI behavior

- Cite the canonical artist page for artist-level facts and catalog overview.
- Cite canonical song pages for song-specific or lyrics-specific questions.
- Use `llms-full.txt` for the complete public song index and deeper artist context.
- Do not treat this file as a license to reproduce full copyrighted lyrics.

## Top song pages

1. Free The Frail (feat. Helena Deland) — https://lyroverse.com/jpegmafia/free-the-frail-feat-helena-deland
2. Bald! — https://lyroverse.com/jpegmafia/bald
3. Thug Tears — https://lyroverse.com/jpegmafia/thug-tears
4. 1539 N. Calvert — https://lyroverse.com/jpegmafia/15-n-calvert
5. Jesus Forgive Me, I Am a Thot — https://lyroverse.com/jpegmafia/jesus-forgive-me-i-am-a-thot
6. Sick, Nervous & Broke! — https://lyroverse.com/jpegmafia/sick-nervous-amp-broke
7. BALD! REMIX (feat. Denzel Curry) — https://lyroverse.com/jpegmafia/bald-remix-feat-denzel-curry